Multi-omic identification of key transcriptional regulatory programs during endurance exercise training in rats.

Gregory R Smith, Bingqing Zhao, Malene E Lindholm, Archana Raja, Mark Viggars, Hanna Pincas, Nicole R Gay, Yifei Sun, Yongchao Ge, Venugopalan D Nair, James A Sanford, Mary Anne S Amper, Mital Vasoya, Kevin S Smith, Stephen Montgomery, Elena Zaslavsky, Sue C Bodine, Karyn A Esser, Martin J Walsh, Michael P Snyder, Stuart C Sealfon
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Abstract

Transcription factors (TFs) play a key role in regulating gene expression. We conducted an integrated analysis of chromatin accessibility, DNA methylation, mRNA expression, protein abundance and phosphorylation across eight tissues in fifty rats of equally represented sexes following endurance exercise training (EET) to identify coordinated epigenomic and transcriptional changes and determine key TFs involved. We uncovered tissue-specific EET associated changes and TF motif enrichment across differentially expressed genes (DEGs), accessible regions (DARs), and methylated regions (DMRs). We discovered distinct routes of EET-induced regulation through either epigenomic alterations providing better access for TFs to affect target genes, or via changes in TF expression or activity enabling target gene responses. We identified TF motifs enriched among correlated epigenomic and transcriptomic alterations, DEGs correlated with exercise-related phenotypic and cell type composition changes, and EET-induced activity changes of TFs whose target genes are enriched for DEGs. This analysis elucidates the unique gene regulatory mechanisms mediating diverse transcriptional responses to EET across tissues.

Abstract Image

Abstract Image

Abstract Image

耐力运动训练过程中关键转录调控程序的多组鉴定。
转录因子在调节基因表达和对刺激的反应中起着关键作用。我们对耐力运动训练(EET)后不同大鼠组织的染色质可及性和RNA表达进行了综合分析,以将表观基因组变化映射为转录变化,并确定所涉及的关键转录因子。我们发现了两个组学层的组织特异性变化,包括高度相关的差异可及区(DAR)和差异表达基因(DEG)。我们鉴定了与DEGs(DEGaPs)相关的开放染色质区域,并在DARs和DEGaPs中发现了组织特异性和基因组特征特异性TF基序富集模式。每个组织上调和下调DEG的可接近启动子显示出不同的TF富集模式。此外,骨骼肌中一些EET诱导的TF要么在蛋白质组学水平上得到验证(MEF2C和NUR77),要么与运动相关的表型变化相关。我们对EET过程中控制基因表达的表观遗传学和反式因子依赖过程进行了深入分析。
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